Why no faces?
I'll be honest, I cannot draw a face.
But, the appeal of it is that without the expression, you can insert your own feelings and interpretation of the illustration. Often times, it shows your inner feeling, where other times it just makes you guess the expression.
Take a look at the illustrations below. What expression do you see in them?